December 17, 2025
Statistical Inference
Notes
Standard rigorous text on estimation, hypothesis testing, and asymptotic theory.
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Standard rigorous text on estimation, hypothesis testing, and asymptotic theory.
My R package for hypothesis testing, hypothesize, is now available on CRAN.
R’s hypothesis testing functions are inconsistent—t.test() returns different structures than chisq.test(), making generic workflows painful. hypothesize provides a unified API so any test returns the same interface: p-value, test statistic, …